Triple

T9792052
Position Surface form Disambiguated ID Type / Status
Subject Pahawh Hmong E237628 entity
Predicate creator P184 FINISHED
Object Shong Lue Yang
Shong Lue Yang was a Hmong spiritual leader and self-taught scholar best known for inventing the Pahawh Hmong writing system in the mid-20th century.
 E821953 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Shong Lue Yang | Statement: [Pahawh Hmong, creator, Shong Lue Yang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shong Lue Yang
Context triple: [Pahawh Hmong, creator, Shong Lue Yang]
  • A. Yuh Nung Jan
    Yuh Nung Jan is a prominent neuroscientist renowned for his pioneering work on the genetic and molecular mechanisms underlying neural development and function.
  • B. Sun Lutang
    Sun Lutang was a renowned Chinese martial artist and scholar best known for developing the Sun style of tai chi and integrating internal martial arts such as xingyiquan and baguazhang.
  • C. Chia-Shun Yih
    Chia-Shun Yih was a prominent Chinese-American fluid dynamicist known for his influential theoretical work on hydrodynamic stability and stratified flows.
  • D. Tan Yuling
    Tan Yuling was a Manchu noblewoman best known as one of the later consorts of China's last emperor, Puyi, during his time as puppet ruler of Manchukuo.
  • E. Younan Xia
    Younan Xia is a prominent chemist and materials scientist known for his pioneering work in nanomaterials synthesis and nanotechnology.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shong Lue Yang
Triple: [Pahawh Hmong, creator, Shong Lue Yang]
Generated description
Shong Lue Yang was a Hmong spiritual leader and self-taught scholar best known for inventing the Pahawh Hmong writing system in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shong Lue Yang
Target entity description: Shong Lue Yang was a Hmong spiritual leader and self-taught scholar best known for inventing the Pahawh Hmong writing system in the mid-20th century.
  • A. Yuh Nung Jan
    Yuh Nung Jan is a prominent neuroscientist renowned for his pioneering work on the genetic and molecular mechanisms underlying neural development and function.
  • B. Sun Lutang
    Sun Lutang was a renowned Chinese martial artist and scholar best known for developing the Sun style of tai chi and integrating internal martial arts such as xingyiquan and baguazhang.
  • C. Chia-Shun Yih
    Chia-Shun Yih was a prominent Chinese-American fluid dynamicist known for his influential theoretical work on hydrodynamic stability and stratified flows.
  • D. Tan Yuling
    Tan Yuling was a Manchu noblewoman best known as one of the later consorts of China's last emperor, Puyi, during his time as puppet ruler of Manchukuo.
  • E. Younan Xia
    Younan Xia is a prominent chemist and materials scientist known for his pioneering work in nanomaterials synthesis and nanotechnology.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda3456bac819097afb20ce9081dd7 completed April 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c43141cc81908c45a3f5d5103564 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4b07cec8190a2e6c49efad3a841 completed April 5, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69d1c547a9808190b96face03c4203b0 completed April 5, 2026, 2:13 a.m.
Created at: March 30, 2026, 8:28 p.m.